orchestrate

Coordinate multi-agent tasks by decomposing goals, scheduling waves, and delegating to specialist agents.

70|42|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/tranhieutt/software_development_department --skill orchestrate-tranhieutt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrate
Source: https://github.com/tranhieutt/software_development_department/tree/main/.claude/skills/orchestrate
Command: npx skills add https://github.com/tranhieutt/software_development_department --skill orchestrate-tranhieutt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the confusion and inefficiency that arise when complex tasks span multiple specialist agents by providing structured decomposition, dependency management, and coordinated execution directives before any implementation starts.

Core Features & Use Cases

  • Dependency-aware planning: Analyzes the request, maps specialists by domain, and decides which subtasks belong in parallel or sequential waves while factoring in requirements like architecture, data, and QA.
  • Operational coordination: Registers the work with @producer, documents wave deliverables, creates the feature branch, and tracks agent progress through TodoWrite updates so every handoff is recorded.
  • Use Case: For launching a new API-backed dashboard, this Skill plans who owns architecture decisions, schema changes, API and UI work, schedules QA, registers the backlog items, and guides the entire execution rhythm.

Quick Start

Tell the orchestrator to coordinate the new analytics pipeline by saying /orchestrate design the analytics orchestration so it plans waves and backlogs the work.

Frequently Asked Questions about orchestrate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I coordinate multi-agent workflows for complex software tasks?

Multi-agent workflow coordination decomposes goals, schedules execution waves, and delegates to specialist agents. It prevents conflicts by factoring dependencies across domains like architecture, data, devops, and QA before implementation starts.

How does dependency-aware task planning work for specialist agents?

Dependency-aware task planning analyzes requests, maps specialists by domain, and organizes subtasks into parallel or sequential waves. This ensures architecture and schema changes complete before API and UI work begins.

What is the best way to manage a product backlog across different agent domains?

Managing a product backlog across agent domains requires registering work with a producer, documenting wave deliverables, and tracking progress through TodoWrite updates so every handoff is formally recorded.

How do I schedule parallel waves for multi-agent development without conflicts?

Scheduling parallel waves requires mapping task dependencies and delegating isolated responsibilities to specialist agents. This prevents conflicts by ensuring independent domain tasks execute concurrently while dependent tasks wait.

Can I use this to plan architecture and QA responsibilities for a new feature?

Yes, you can plan architecture and QA responsibilities by mapping specialists by domain and scheduling sequential waves. It registers backlog items and guides execution rhythm for features like an API-backed dashboard.

When should I not use dependency-aware orchestration for agent coordination?

Dependency-aware orchestration is not suited for isolated, single-domain tasks that lack cross-functional requirements. It is designed specifically for complex work spanning product, architecture, devops, and QA responsibilities.